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Nonlinear Equations - UFRJ

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FOREWORD<br />

The following is unknown:<br />

Conjecture F.2 (P ≠ NP). There cannot possibly exist an algorithm<br />

that decides problem F.1 in at most O(S r ) operations, for any<br />

fixed r > 1.<br />

Above, an algorithm means a Turing machine, or a discrete RAM<br />

machine. For references, see [42]. Problem F.1 is AN9 p.251. It is<br />

still NP-hard if the degree of each monomial is ≤ 2.<br />

In these notes we are mainly concerned about equations over the<br />

field of complex numbers. There is an analogous problem to 4-SAT<br />

(see [42]) or to Problem F.1, namely:<br />

Problem F.3 (HN2, Hilbert Nullstellensatz for degree 2). Given a<br />

system of complex polynomials f = (f 1 , . . . , f s ) ∈ C[x 1 , . . . , x n ], each<br />

equation of degree 2, decide if there is x ∈ C n with f(x) = 0.<br />

The polynomial above is said to have size S = ∑ S i where S i is the<br />

number of monomials of f i . The following is also open (I personally<br />

believe it can be easier than the classical P ≠ NP).<br />

Conjecture F.4 (P ≠ NP over C). There cannot possibly exist an<br />

algorithm that decides HN2 in at most O(S r ) operations, for any fixed<br />

r > 1.<br />

Here, an algorithm means a machine over C and I refer to [20]<br />

for the precise definition.<br />

We are not launching an attack to those hard problems here<br />

(see [63] for a credible attempt). Instead, we will be happy to obtain<br />

solution counts that are correct almost everywhere, or to look for<br />

algorithms that are efficient on average.

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